Sep 6, 2026

Aria: Real-Time Voice AI Sales Agent

voice-ai agora real-time sales agent crm fastapi ecosphere aroice

Aria

๐ŸŽฅ Project walkthrough: http://tiny.cc/arvoice

Aria answers the phone and runs a complete B2B sales call out loud, in real time.

She quotes real prices from a knowledge base, handles objections mid-sentence, negotiates an authorised discount, books a meeting, sends the invite, and pulls in a human only when she genuinely needs one.


The part worth watching

Open the console and a CRM lead page side by side.

Say:

โ€œActually, make that fifty devices.โ€

The record updates itself โ€” no refresh.

That's not a mock. EspoCRM is the real system of record, including its audit trail of the agent working on the lead.


Under the hood

Agora's Conversational AI Engine handles the hard real-time audio โ€” speech recognition, barge-in, and speech synthesis โ€” and calls our FastAPI backend once per turn.

The salesperson lives in that backend:

  • ๐Ÿง  10-tool reasoning loop

  • ๐Ÿ“š Grounded retrieval over product docs

  • ๐Ÿ’ฐ 3-layer negotiation stack

  • ๐Ÿค A separate deal-desk agent proposes discounts

  • ๐Ÿ”’ Deterministic code decides what's actually allowed

She never talks past the walk-away floor, because that limit lives in code โ€” not a prompt.


๐Ÿ‡ฎ๐Ÿ‡ณ Built for real conversations

She speaks English, Hindi, and Hinglish โ€” the kind of Hinglish you actually hear in an Indian office.

When the caller changes language, her voice changes with them.

And in load tests:

512 concurrent conversations ยท 0 dropped turns

This build was uploaded as a hackathon project

Hackathon

EchoSphere

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